Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation EMNLP

Carolin Lawrence | Artem Sokolov | Stefan Riezler |

Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL

Julia Kreutzer | Artem Sokolov | Stefan Riezler |

A Shared Task on Bandit Learning for Machine Translation WMT WS

Artem Sokolov | Julia Kreutzer | Kellen Sunderland | Pavel Danchenko | Witold Szymaniak | Hagen Fürstenau | Stefan Riezler |

Learning Structured Predictors from Bandit Feedback for Interactive NLP ACL

Artem Sokolov | Julia Kreutzer | Christopher Lo | Stefan Riezler |

A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation CoNLL

Artem Sokolov | Stefan Riezler | Shay B. Cohen |

Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval ACL

Shigehiko Schamoni | Felix Hieber | Artem Sokolov | Stefan Riezler |

Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings EMNLP

Artem Sokokov | Laura Jehl | Felix Hieber | Stefan Riezler |

Computing Lattice BLEU Oracle Scores for Machine Translation EACL

Artem Sokolov | Guillaume Wisniewski | François Yvon |

LIMSI: Learning Semantic Similarity by Selecting Random Word Subsets *SEMEVAL

Artem Sokolov |

LIMSI @ WMT12 WMT WS

Hai-Son Le | Thomas Lavergne | Alexandre Allauzen | Marianna Apidianaki | Li Gong | Aurélien Max | Artem Sokolov | Guillaume Wisniewski | François Yvon |

WSD for n-best reranking and local language modeling in SMT SSST WS

Marianna Apidianaki | Guillaume Wisniewski | Artem Sokolov | Aurélien Max | François Yvon |

LIMSI @ WMT11 WMT WS

Alexandre Allauzen | Hélène Bonneau-Maynard | Hai-Son Le | Aurélien Max | Guillaume Wisniewski | François Yvon | Gilles Adda | Josep Maria Crego | Adrien Lardilleux | Thomas Lavergne | Artem Sokolov |

Minimum Error Rate Training Semiring EAMT

Artem Sokolov | François Yvon |